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1.
Am J Respir Crit Care Med ; 204(11): 1306-1316, 2021 12 01.
Artigo em Inglês | MEDLINE | ID: mdl-34464235

RESUMO

Rationale: Patients with indeterminate pulmonary nodules (IPNs) at risk of cancer undergo high rates of invasive, costly, and morbid procedures. Objectives: To train and externally validate a risk prediction model that combined clinical, blood, and imaging biomarkers to improve the noninvasive management of IPNs. Methods: In this prospectively collected, retrospective blinded evaluation study, probability of cancer was calculated for 456 patient nodules using the Mayo Clinic model, and patients were categorized into low-, intermediate-, and high-risk groups. A combined biomarker model (CBM) including clinical variables, serum high sensitivity CYFRA 21-1 level, and a radiomic signature was trained in cohort 1 (n = 170) and validated in cohorts 2-4 (total n = 286). All patients were pooled to recalibrate the model for clinical implementation. The clinical utility of the CBM compared with current clinical care was evaluated in 2 cohorts. Measurements and Main Results: The CBM provided improved diagnostic accuracy over the Mayo Clinic model with an improvement in area under the curve of 0.124 (95% bootstrap confidence interval, 0.091-0.156; P < 2 × 10-16). Applying 10% and 70% risk thresholds resulted in a bias-corrected clinical reclassification index for cases and control subjects of 0.15 and 0.12, respectively. A clinical utility analysis of patient medical records estimated that a CBM-guided strategy would have reduced invasive procedures from 62.9% to 50.6% in the intermediate-risk benign population and shortened the median time to diagnosis of cancer from 60 to 21 days in intermediate-risk cancers. Conclusions: Integration of clinical, blood, and image biomarkers improves noninvasive diagnosis of patients with IPNs, potentially reducing the rate of unnecessary invasive procedures while shortening the time to diagnosis.


Assuntos
Carcinoma/diagnóstico por imagem , Carcinoma/metabolismo , Neoplasias Pulmonares/diagnóstico por imagem , Neoplasias Pulmonares/metabolismo , Nódulos Pulmonares Múltiplos/diagnóstico por imagem , Nódulos Pulmonares Múltiplos/metabolismo , Idoso , Biomarcadores/metabolismo , Carcinoma/patologia , Estudos de Casos e Controles , Estudos de Coortes , Feminino , Humanos , Neoplasias Pulmonares/patologia , Masculino , Pessoa de Meia-Idade , Nódulos Pulmonares Múltiplos/patologia , Valor Preditivo dos Testes , Curva ROC , Fatores de Risco , Tomografia Computadorizada por Raios X
3.
Chest ; 165(3): 645-652, 2024 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-37852435

RESUMO

BACKGROUND: Massive hemoptysis is a rare, high-acuity presentation, which requires the integration of both cognitive and procedural skills. Simulation has been recommended to improve preparation for high-acuity, low-occurrence procedures; however, the effect of a simulation curriculum for massive hemoptysis management has never been investigated. RESEARCH QUESTION: Does simulation for hemoptysis management improve competence? STUDY DESIGN AND METHODS: Kern's six steps for medical education curriculum design were used iteratively to develop a simulation curriculum for the management of massive hemoptysis. Pulmonary and critical care medicine fellows from the University of Colorado participated in a local needs assessment and a massive hemoptysis simulation curriculum. Using a manikin-based massive hemoptysis simulator developed for this curriculum, the simulation session used repetitive practice, clinical variation, a range of difficulties, and directed feedback in a group practice setting. Time to management and performance were assessed for each management attempt; competence was assessed using a combined metric of management-related priorities and global entrustment. RESULTS: During the needs assessment, fellows viewed massive hemoptysis management skills as important, while expressing their current confidence as low. Nineteen fellows participated in a 90-min case-based hemoptysis simulation during which each was exposed to five different cases and acted as the primary manager for two cases. There was significant improvement in performance from the first to final simulation attempts measured by time to successful management (14.24 vs 10.26 min, P = .0067) and entrustment (Global Assessment Scale, 1 [should not perform] to 5 [independent]; 4.11 vs 4.61; P = .015). Fellow self-assessed knowledge and confidence in hemoptysis management and endobronchial blocker placement improved significantly after the simulation. INTERPRETATION: Hemoptysis simulation experience improves fellow confidence and skill for management of this high-acuity, low-occurrence presentation.


Assuntos
Educação Médica , Treinamento por Simulação , Humanos , Hemoptise/diagnóstico , Hemoptise/etiologia , Hemoptise/terapia , Competência Clínica , Currículo , Treinamento por Simulação/métodos
4.
Chest ; 165(3): 636-644, 2024 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-37852436

RESUMO

BACKGROUND: Simulation for the management of massive hemoptysis is limited by the absence of a commercially available simulator to practice procedural skills necessary for management. RESEARCH QUESTION: Is it feasible to create and validate a hemoptysis simulator with high functional task alignment? STUDY DESIGN AND METHODS: Pulmonary and critical care medicine (PCCM) attending physicians from four academic institutions in the Denver, Colorado, area and internal medicine residents from the University of Colorado participated in this mixed-methods study. A hemoptysis simulator was constructed by connecting a 3-D-printed airway model to a manikin that may be intubated. Attending PCCM physicians evaluated the simulator through surveys and qualitative interviews. Attendings were surveyed to determine simulation content and appropriate assessment criteria for a hemoptysis simulation. Based on these criteria, expert and novice performance on the simulator was assessed. RESULTS: The manikin-based hemoptysis simulator demonstrated adequate physical resemblance, high functional alignment, and strong affective fidelity. It was universally preferred over a virtual reality simulator by 10 PCCM attendings. Twenty-seven attendings provided input on assessment criteria and established that assessing management priorities (eg, airway protection) was preferred to a skills checklist for hemoptysis management. Three experts outperformed six novices in hemoptysis management on the manikin-based simulator in all management categories assessed, supporting construct validity of the simulation. INTERPRETATION: Creation of a hemoptysis simulator with appropriate content, high functional task alignment, and strong affective fidelity was successful using 3-D-printed airway models and existing manikins. This approach can overcome barriers of cost and availability for simulation of high-acuity, low-occurrence procedures.


Assuntos
Hemoptise , Médicos , Humanos , Hemoptise/diagnóstico , Hemoptise/terapia , Competência Clínica , Desenho de Equipamento , Inquéritos e Questionários , Simulação por Computador
5.
Discov Oncol ; 14(1): 160, 2023 Aug 29.
Artigo em Inglês | MEDLINE | ID: mdl-37642787

RESUMO

PURPOSE: Risk-based lung cancer screening holds potential to detect more cancers and avert more cancer deaths than screening based on age and smoking history alone, but has not been widely assessed or implemented in the United States. The purpose of this study was to prospectively identify patients for lung cancer screening based on lung cancer risk using the PLCOm2012 model and to compare characteristics, risk profiles, and screening outcomes to a traditionally eligible screening cohort. METHODS: Participants who had a 6 year lung cancer risk score ≥ 1.5% calculated by the PLCOm2012 model and were ineligible for screening under 2015 Medicare guidelines were recruited from a lung cancer screening clinic. After informed consent, participants completed shared decision-making counseling and underwent a low-dose CT (LDCT). Characteristics and screening outcomes of the study population were compared to the traditionally eligible Medicare cohort with Fisher's Exact, t-tests, or Brown Mood tests, as appropriate. RESULTS: From August 2016 to July 2019, the study completed 48 baseline LDCTs. 10% of LDCTs recommended further pulmonary nodule evaluation (Lung-RADs 3 or 4) with two early-stage lung cancers diagnosed in individuals that had quit smoking > 15 years prior. The study population was approximately 5 years older (p = 0.001) and had lower pack years (p = 0.002) than the Medicare cohort. CONCLUSION: Prospective application of risk-based screening identifies screening candidates who are similar to a traditionally eligible Medicare cohort and future research should focus on the impact of risk calculators on lung cancer outcomes and optimal usability in clinical environments. This study was retrospectively registered on clinicaltrials.gov (NCT03683940) on 09/25/2018.

6.
Clin Lung Cancer ; 24(5): 407-414, 2023 07.
Artigo em Inglês | MEDLINE | ID: mdl-37012147

RESUMO

BACKGROUND: Indeterminate pulmonary nodules present a common challenge for clinicians who must recommend surveillance or intervention based on an assessed risk of malignancy. PATIENTS AND METHODS: In this cohort study, patients presenting for indeterminate pulmonary nodule evaluation were enrolled at sites participating in the Colorado SPORE in Lung Cancer. They were followed prospectively and included for analysis if they had a definitive malignant diagnosis, benign diagnosis, or radiographic resolution or stability of their nodule for > 2 years. RESULTS: Patients evaluated at the Veterans Affairs (VA) and non-VA sites were equally as likely to have a malignant diagnosis (48%). The VA cohort represented a higher-risk group than the non-VA cohort regarding smoking history and chronic obstructive pulmonary disease (COPD). There were more squamous cell carcinoma diagnoses among VA malignant nodules (25% vs. 10%) and a later stage at diagnosis among VA patients. Discrimination and calibration of risk calculators produced estimates that were wide-ranging and different when comparing between risk score calculators as well as between VA/non-VA cohorts. Application of current American College of Chest Physicians guidelines to our groups could have resulted in inappropriate resection of 12% of benign nodules. CONCLUSION: Comparison of VA with non-VA patients shows important differences in underlying risk, histology of malignant nodules, and stage at diagnosis. This study highlights the challenge in applying risk calculators to a clinical setting, as the model discrimination and calibration were variable between calculators and between our higher-risk VA and lower-risk non-VA groups. MICROABSTRACT: Risk stratification and management of indeterminate pulmonary nodules (IPNs) is a common clinical problem. In this prospective cohort study of 282 patients with IPNs from Veterans Affairs (VA) and non-VA sites, we found differences in patient and nodule characteristics, histology and diagnostic stage, and risk calculator performance. Our findings highlight challenges and shortcomings of current IPN management guidelines and tools.


Assuntos
Neoplasias Pulmonares , Nódulos Pulmonares Múltiplos , Nódulo Pulmonar Solitário , Humanos , Neoplasias Pulmonares/patologia , Estudos de Coortes , Estudos Prospectivos , Nódulos Pulmonares Múltiplos/diagnóstico , Nódulos Pulmonares Múltiplos/patologia , Fatores de Risco , Nódulo Pulmonar Solitário/diagnóstico
7.
BMJ Open ; 13(6): e073251, 2023 06 23.
Artigo em Inglês | MEDLINE | ID: mdl-37355268

RESUMO

OBJECTIVES: To inform personalised home-based rehabilitation interventions, we sought to gain in-depth understanding of lung cancer survivors' (1) attitudes and perceived self-efficacy towards telemedicine; (2) knowledge of the benefits of rehabilitation and exercise training; (3) perceived facilitators and preferences for telerehabilitation; and (4) health goals following curative intent therapy. DESIGN: We conducted semi-structured interviews guided by Bandura's Social Cognitive Theory and used directed content analysis to identify salient themes. SETTING: One USA Veterans Affairs Medical Center. PARTICIPANTS: We enrolled 20 stage I-IIIA lung cancer survivors who completed curative intent therapy in the prior 1-6 months. Eighty-five percent of participants had prior experience with telemedicine, but none with telerehabilitation or rehabilitation for lung cancer. RESULTS: Participants viewed telemedicine as convenient, however impersonal and technologically challenging, with most reporting low self-efficacy in their ability to use technology. Most reported little to no knowledge of the potential benefits of specific exercise training regimens, including those directed towards reducing dyspnoea, fatigue or falls. If they were to design their own telerehabilitation programme, participants had a predominant preference for live and one-on-one interaction with a therapist, to enhance therapeutic relationship and ensure correct learning of the training techniques. Most participants had trouble stating their explicit health goals, with many having questions or concerns about their lung cancer status. Some wanted better control of symptoms and functional challenges or engage in healthful behaviours. CONCLUSIONS: Features of telerehabilitation interventions for lung cancer survivors following curative intent therapy may need to include strategies to improve self-efficacy and skills with telemedicine. Education to improve knowledge of the benefits of rehabilitation and exercise training, with alignment to patient-formulated goals, may increase uptake. Exercise training with live and one-on-one therapist interaction may enhance learning, adherence, and completion. Future work should determine how to incorporate these features into telerehabilitation.


Assuntos
Sobreviventes de Câncer , Neoplasias Pulmonares , Telemedicina , Telerreabilitação , Humanos , Telerreabilitação/métodos , Neoplasias Pulmonares/terapia , Pulmão
8.
ATS Sch ; 3(2): 197-203, 2022 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-35924192

RESUMO

Massive hemoptysis is a high-risk, low-frequency clinical scenario, and teaching the management of this emergency should extend beyond reliance on clinical exposure. Massive hemoptysis requires emergent intervention to avoid asphyxiation and death. Practitioners need both cognitive and procedural skills to intervene in a high-stress situation. Cognitive aids have demonstrated benefits in other emergency settings, but no such tool exists for massive hemoptysis. Using expert recommendations, we developed the ABCDE Approach for Massive Hemoptysis, a cognitively accessible, prioritized toolbox of interventions designed to assist learners in organizing an approach to these high-risk and time-sensitive patient cases. Herein we present the elements and use of the ABCDE approach. Providing a cognitive approach to massive hemoptysis is an important first step in improving education for this potentially fatal clinical scenario.

9.
J Am Coll Radiol ; 18(8): 1084-1094, 2021 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-33798496

RESUMO

OBJECTIVE: Lung cancer screening (LCS) efficacy is highly dependent on adherence to annual screening, but little is known about real-world adherence determinants. We used insurance claims data to examine associations between LCS annual adherence and demographic, comorbidity, health care usage, and geographic factors. MATERIALS AND METHODS: Insurance claims data for all individuals with an LCS low-dose CT scan were obtained from the Colorado All Payer Claims Dataset. Adherence was defined as a second claim for a screening CT 10 to 18 months after the index claim. Cox proportional hazards regression was used to define the relationship between annual adherence and age, gender, insurance type, residence location, outpatient health care usage, and comorbidity burden. RESULTS: After exclusions, the final data set consisted of 9,056 records with 3,072 adherent, 3,570 nonadherent, and 2,414 censored (unclassifiable) individuals. Less adherence was associated with ages 55 to 59 (hazard ratio [HR] = 0.80, 99% confidence interval [CI] = 0.67-0.94), 60 to 64 (HR = 0.83, 99% CI = 0.71-0.97), and 75 to 79 (HR = 0.79, 99% CI = 0.65-0.97); rural residence (HR = 0.56, 99% CI = 0.43-0.73); Medicare fee-for-service (HR = 0.45, 99% CI = 0.39-0.51), and Medicaid (HR = 0.50, 99% CI = 0.40-0.62). A significant interaction between outpatient health care usage and comorbidity was also observed. Increased outpatient usage was associated with increased adherence and was most pronounced for individuals without comorbidities. CONCLUSIONS: This population-based description of LCS adherence determinants provides insight into populations that might benefit from specific interventions targeted toward improving adherence and maximizing LCS benefit. Quantifying population-based adherence rates and understanding factors associated with annual adherence are critical to improving screening adherence and reducing lung cancer death.


Assuntos
Detecção Precoce de Câncer , Neoplasias Pulmonares , Idoso , Humanos , Neoplasias Pulmonares/diagnóstico por imagem , Neoplasias Pulmonares/epidemiologia , Medicaid , Medicare , Pessoa de Meia-Idade , Estudos Retrospectivos , Estados Unidos/epidemiologia
10.
Clin Lung Cancer ; 21(6): e640-e646, 2020 11.
Artigo em Inglês | MEDLINE | ID: mdl-32631782

RESUMO

BACKGROUND: Lung cancer screening (LCS) implementation is complicated by the Centers for Medicare and Medicaid Services reimbursement requirements of shared decision-making and tobacco cessation counseling. LCS programs can utilize different structures to meet these requirements, but the impact of programmatic structure on provider behavior and screening outcomes is poorly described. PATIENTS AND METHODS: In a retrospective chart review of 624 patients in a hybrid structure, academic LCS program, we compared characteristics and outcomes of primary care provider (PCP)- and specialist-screened patients. We also assessed the impact of the availability of an LCS specialty clinic and best practice advisory (BPA) on PCP ordering patterns using electronic medical record generated reports. RESULTS: During the study period of July 1, 2014 through June 30, 2018, 48% of patients were specialist-screened and 52% were PCP-screened; there were no clinically relevant differences in patient characteristics or screening outcomes between these populations. PCPs demonstrate distinct practice patterns when offered the choice of specialist-driven or PCP-driven screening. Increased exposure to a LCS BPA is associated with increased PCP screening orders. The addition of a nurse navigator into the LCS program increased documentation of shared decision-making and tobacco cessation counseling to > 95% and virtually eliminated screening of ineligible patients. CONCLUSIONS: Systematic interventions including a BPA and nurse navigator are associated with increased screening and improved program quality, as evidenced by reduced screening of ineligible patients, increased lung cancer risk of the screened population, and improved compliance with LCS guidelines. Individual PCPs demonstrate clear preferences regarding LCS that should be considered in program design.


Assuntos
Detecção Precoce de Câncer/métodos , Conhecimentos, Atitudes e Prática em Saúde , Pessoal de Saúde/psicologia , Neoplasias Pulmonares/diagnóstico , Modelos Estatísticos , Guias de Prática Clínica como Assunto/normas , Idoso , Feminino , Seguimentos , Humanos , Masculino , Pessoa de Meia-Idade , Prognóstico , Encaminhamento e Consulta , Estudos Retrospectivos
11.
F1000Res ; 7: 61, 2018.
Artigo em Inglês | MEDLINE | ID: mdl-29375824

RESUMO

Despite advances in targeted treatments, lung cancer remains a common and deadly malignancy, in part owing to its typical late presentation. Recent developments in lung cancer screening and ongoing efforts aimed at early detection, treatment, and prevention are promising areas to impact the mortality from lung cancer. In the past several years, lung cancer screening with low-dose chest computed tomography (CT) was shown to have mortality benefit, and lung cancer screening programs have been implemented in some clinical settings. Biomarkers for screening, diagnosis, and monitoring of response to therapy are under development. Prevention efforts aimed at smoking cessation are as crucial as ever, and there have been encouraging findings in recent clinical trials of lung cancer chemoprevention. Here we review advancements in the field of lung cancer prevention and early malignancy and discuss future directions that we believe will result in a reduction in the mortality from lung cancer.

12.
Cancer Prev Res (Phila) ; 11(10): 643-654, 2018 10.
Artigo em Inglês | MEDLINE | ID: mdl-30045935

RESUMO

Lung cancer is the leading cause of cancer death worldwide and global burden could be reduced through targeted application of chemoprevention. The development of squamous lung carcinoma has been linked with persistent, high-grade bronchial dysplasia. Bronchial histology improved in former smokers in a chemoprevention trial with the prostacyclin analogue iloprost. Prostacyclin acts through peroxisome proliferator-activated receptor gamma (PPARγ) to reverse epithelial to mesenchymal transition and promote anticancer signaling. We hypothesized that the prostacyclin signaling pathway and EMT could provide response markers for prostacyclin chemoprevention of lung cancer. Human bronchial epithelial cells were treated with cigarette smoke condensate (CSC) or iloprost for 2 weeks, CSC for 16 weeks, or CSC for 4 weeks followed by 4 weeks of CSC and/or iloprost, and RNA was extracted. Wild-type or prostacyclin synthase transgenic mice were exposed to 1 week of cigarette smoke or one injection of urethane, and RNA was extracted from the lungs. We measured potential markers of prostacyclin and iloprost efficacy in these models. We identified a panel of markers altered by tobacco carcinogens and inversely affected by prostacyclin, including PPARγ, 15PGDH, CES1, COX-2, ECADHERIN, SNAIL, VIMENTIN, CRB3, MIR34c, and MIR221 These data introduce a panel of potential markers for monitoring interception of bronchial dysplasia progression during chemoprevention with prostacyclin. Chemoprevention is a promising approach to reduce lung cancer mortality in a high-risk population. Identifying markers for targeted use is critical for success in future clinical trials of prostacyclin for lung cancer chemoprevention. Cancer Prev Res; 11(10); 643-54. ©2018 AACR.


Assuntos
Anticarcinógenos/uso terapêutico , Transição Epitelial-Mesenquimal/efeitos dos fármacos , Epoprostenol/metabolismo , Neoplasias Pulmonares/prevenção & controle , Animais , Anticarcinógenos/farmacologia , Biomarcadores/metabolismo , Brônquios/citologia , Brônquios/efeitos dos fármacos , Brônquios/patologia , Carcinógenos/administração & dosagem , Carcinógenos/toxicidade , Linhagem Celular , Sistema Enzimático do Citocromo P-450/genética , Células Epiteliais/efeitos dos fármacos , Células Epiteliais/patologia , Epoprostenol/análogos & derivados , Humanos , Iloprosta/farmacologia , Iloprosta/uso terapêutico , Oxirredutases Intramoleculares/genética , Neoplasias Pulmonares/etiologia , Neoplasias Pulmonares/patologia , Camundongos , Camundongos Transgênicos , Neoplasias Experimentais/etiologia , Neoplasias Experimentais/patologia , Neoplasias Experimentais/prevenção & controle , Fumaça/efeitos adversos , Nicotiana/efeitos adversos , Fumar Tabaco/efeitos adversos , Resultado do Tratamento
13.
14.
Cancer Prev Res (Phila) ; 10(11): 671-679, 2017 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-28851689

RESUMO

Prostacyclin (prostaglandin I2, PGI2) overproduction in FVB/N mice prevents the formation of carcinogen and tobacco smoke-induced adenomas, and administration of the oral prostacyclin analogue iloprost to wild-type mice also prevented carcinogen-induced mouse lung adenoma formation. Former smokers taking oral iloprost showed improved bronchial dysplasia histology compared with placebo. Next-generation oral prostacyclin analogues, like treprostinil, were developed for the treatment of pulmonary arterial hypertension (PAH). On the basis of our prior studies with iloprost, we performed preclinical studies examining the ability of treprostinil to chemoprevent urethane-induced murine lung adenocarcinoma. We determined the MTD in chow (prior studies had delivered treprostinil by gavage), and this dose produced serum levels in the experimental animals similar to those found in PAH patients treated with treprostinil. We then examined the chemopreventive efficacy of treprostinil exposure initiated both before (1 week) and after (6 weeks) urethane exposure to better model chemoprevention studies conducted in former smokers. Neither of these dosing strategies prevented murine lung cancer; however, we did detect changes in pulmonary inflammatory cell infiltrate and expression of CXCR4 (a chemokine receptor previously shown to increase in response to treprostinil exposure) in tumor-bearing, treprostinil-treated animals, indicating that the drug was bioavailable. One potential explanation stems from iloprost and treprostinil differentially activating cell surface prostaglandin receptors and intracellular peroxisome proliferator-activated receptors. When murine lung tumor cells were treated with treprostinil, their proliferation rate increased; in contrast, iloprost had no effect on proliferation. Future investigations comparing these two agents will provide insight into iloprost's chemopreventive mechanisms. Cancer Prev Res; 10(11); 671-9. ©2017 AACR.


Assuntos
Adenocarcinoma/prevenção & controle , Anti-Hipertensivos/uso terapêutico , Epoprostenol/análogos & derivados , Neoplasias Pulmonares/prevenção & controle , Neoplasias Experimentais/prevenção & controle , Adenocarcinoma/induzido quimicamente , Adenocarcinoma de Pulmão , Animais , Disponibilidade Biológica , Carcinógenos/toxicidade , Linhagem Celular Tumoral , Proliferação de Células/efeitos dos fármacos , Avaliação Pré-Clínica de Medicamentos , Epoprostenol/farmacologia , Epoprostenol/uso terapêutico , Feminino , Humanos , Pulmão/citologia , Pulmão/efeitos dos fármacos , Pulmão/patologia , Neoplasias Pulmonares/induzido quimicamente , Camundongos , Camundongos Transgênicos , Neoplasias Experimentais/induzido quimicamente , Receptores CXCR4/metabolismo , Receptores de Prostaglandina/metabolismo , Resultado do Tratamento , Uretana/toxicidade
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